Livoa LogoLivoa
User
Signup
Login
Auth Router
Use JWT Token
Store Instance in Cache
Auth Login Router
Privilege Base
MongoDB
Requests (Get/Post)
Admin
User
Current
Analysis
CRUD
Approval
Service Provider
Service
Chat
School Food List
MongoDB
Output
System Diagram
MCA Website


Official Govt. Data

• Company filings

• Public comments

FastAPI
Scraper + ETL


• Automated scraping

• Data cleaning

• ETL pipeline

PostgreSQL


Structured Data

• Raw filings

• Amendment history

Data Preprocessing


• Text normalization

• Tokenization

Embeddings Pipeline


• Sentence embeddings

• Semantic reranking

Vector Database


• Semantic search

• Contextual retrieval

Finetuned LLM Engine


• Summarization

• Sentiment analysis

React Dashboard & Mobile App


• Interactive charts

• Real-time search

DevOps & Deployment


• Dockerized microservices

• CI/CD with GitHub Actions

• AWS hosting

Copy of Project

by vxRachit

0
0 uses